emilien fugier
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Emilien FugierMACHINE LEARNING ENGINEER AT SANCARE.
+33 6 73 30 99 06 | [email protected] | emilienfugier.net | efugier | e-fugier
Professional ExperienceSancare – Machine learning engineer Paris
MACHINE LEARNING AND DATA ENGINEERING - NLP Sep. 2020 - Now
• Software architecture and data engineering, refactoring, codebase safety and efficiency improvement.• NLP applied to very specific datasets: medical records in french.
Tools : Python, Pytorch, Sklearn, Pandas, PostgreSQL
Sancare – Machine learning engineer intern Paris
MACHINE LEARNING AND DATA ENGINEERING - NLP Feb. 2020 - Jun. 2020, 6 months
• Working remotely during the lockdown, replaced colleagues in partial unemployment on key tasks.• Integration of a near state of the art model (BERT) within existing pipelines for production use. • Explain the predictions.
Tools : Python, Pytorch, Sklearn, Pandas, PostgreSQL
Ministère des armées – Temporary employee Paris
CONCEPTION AND DEVELOPMENT - MACHINE LEARNING Summer 2019, 2 months
• Natural Language Processing: turn a document or a corpus into a (visual) network graph for exploration purposes.• Prototyping then integrating in a very restrictive environment.
Tools: Java, Javascript, Python, Elasticsearch
Deezer & UTC – Part time research Compiègne
RECOMMENDER SYSTEMS - MACHINE LEARNING - COLLABORATIVE FILTERING Spring semester 2019
• Review of the state of the art for collaborative filtering: research paper assessment and implementation.• Globally handle local communities: newmodels.
Tools: Python, Pytorch
Deezer – Software and data engineer intern, recommendation team Paris
MICRO-SERVICES - BIG DATA - BACKEND - TEST DRIVEN DEVELOPMENT - LARGE CODEBASE Aug. 2018 - Feb. 2019, 6 months
Worked as an additional member in the team towards various goals on production code.• Brought recommendation data to production and reduced the length of later deployment cycles by factorizing code.• Helped secure the big-data job pipelines by working on a new architecture raising early compile-time error.• Acquisition of recommendation-related knowledge while interacting with the data-scientists.
Tools: Scala, Php, Python, Spark, Cassandra, Hadoop, Docker, Kubernetes, Jenkins…
EducationUniversité de Technologie de Compiègne – Master’s degree Compiègne
MACHINE LEARNING AND OPTIMISATION OF COMPLEX SYSTEMS 2019 - 2020
Learning, optimisation and decision theories. Followed in parallel of my engineering diploma.
Université de Technologie de Compiègne – Engineering diploma Compiègne
ENGINEERING - COMPUTER & DATA SCIENCES 2017 - 2020
General engineering, specialization in computer science, statistics and decision making branch.• GPA: 5.0/5.0 • Label: Mathematical modeling • Minor: Philosophy, technology and cognition
Lycée Champollion – Classes préparatoires aux grandes écoles Grenoble
MPSI - MP* 2015 - 2017
Theoretical Mathematics, Physics and Computer Science.
École des Pupilles de l’Air – Baccalauréat scientifique spécialité mathématiques Grenoble
MENTION TRÈS BIEN – HIGHEST HONOURS 2015
SkillsGeneral Machine learning, Software engineering, Full-stack web development, NLP, Recommender systems, Distributed systems
Languages Rust, Python, Scala, Javascript, Java, C++, Go, Php, C, R, Ocaml, LATEX.Technologies Git, Docker, Pytorch, Spark, Elasticsearch, Cassandra, SQL, Neo4j, D3js, React, Gephi…
Idioms French – Native, English – Fluent
AUGUST 31, 2021 EMILIEN FUGIER · RÉSUMÉ 1
MiscellaneousAssociation Dataventure, promotes datascience and AI. Helped organising conferences, speaker in talks and workshops.
Events• Various CodinGame contests • Google Hash Code 2018 and 2019• Hackathon UTC 2017 and 2018 – special mention of the jury and second place.
Projects• Project team (26 people) director • Room-mapping robot swarm • Blockchain state of the art review• Data visualization • Genetic-algorithm-powered neural networks • Visit my website to find out more!
Hobbies• Trying to quench my curiosity by trying new things and crafting stuff with them • Competitive programming• Boxing • Warhammer • Gaming in general, either outside, on PC or on tabletop
AUGUST 31, 2021 EMILIEN FUGIER · RÉSUMÉ 2